Bank Churn Analysis Part-1

Note

1. Please Answer all the questions.

2. Explain results for all the provided plots.

3. For any additional code, explain the code via comments.

Data Import

Content

Data Overview

Q. Why we put index_col=0 ?

Q. Why we copy data as df1.copy() ?

Q. Why we change the column names?

Data Cleaning

What do you see in the results?

Why we have used .astype(float) in provided code?

Why we are droping orginal column after using get_dummies?

Exploratory Data Analysis

Churn No-Churn Ratio

Varibles distribution in Churn and Non-churn category: Pie Charts for Categorical variables

You need to run the code and understand the output

Varibles distribution in Churn and Non-churn category: Histograms for Numerical variables

You need to run the code and understand the output